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Os07g0230700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF567 family protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49.12 | 0.329 | 11.1 | 0.414 | 0.465 | 0.0442 | -0.805 | -4.37 | 0.514 | 7.97 | 4.516 | 497 | -- | -- |
60.53 | 0.365 | 11 | 1.14 | 0.485 | -0.122 | 0.017 | -- | 0.72 | 8.18 | -21.35 | 1053 | -- | -- |
50.44 | 0.331 | 11.1 | 0.492 | 0.466 | 0.0424 | -- | -3.88 | 0.54 | 8.01 | 4.167 | 401 | -- | -- |
60.51 | 0.362 | 11 | 1.06 | 0.487 | 0.103 | -- | -- | 0.686 | 7.97 | -12.87 | 4983 | -- | -- |
60.16 | 0.361 | 11.1 | 0.579 | -- | -0.339 | -- | -3.87 | 0.601 | -- | 14.1 | 418 | -- | -- |
60.67 | 0.365 | 11 | 1.11 | 0.488 | -- | 0.0486 | -- | 0.703 | 7.9 | -- | -- | -- | -- |
60.68 | 0.365 | 11 | 1.11 | 0.487 | -- | -- | -- | 0.703 | 7.91 | -- | -- | -- | -- |
70.52 | 0.391 | 11 | 1.22 | -- | -0.449 | -- | -- | 0.774 | -- | 12.11 | 498 | -- | -- |
71.45 | 0.394 | 11.1 | -- | 0.486 | 0.78 | -- | -- | 0.353 | 8.1 | 0.2155 | 44795 | -- | -- |
73.61 | 0.401 | 11 | 1.12 | -- | -- | -- | -- | 0.71 | -- | -- | -- | -- | -- |
93.27 | 0.452 | 11 | -- | 0.496 | -- | -- | -- | 0.579 | 7.75 | -- | -- | -- | -- |
84.66 | 0.429 | 11.1 | -- | -- | 0.76 | -- | -- | 0.363 | -- | 0.1367 | 44676 | -- | -- |
106.54 | 0.482 | 11.1 | -- | -- | -- | -- | -- | 0.586 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 47.77 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 19 | 18 |
5 | 48.09 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
10 | 48.31 | temperature | 20.0 | 720 | > th | dose dependent | sin | 8 | NA |
12 | 48.33 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 7 |
15 | 48.42 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
30 | 48.57 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 10 |
33 | 48.60 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 6 |
40 | 48.66 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 2 |
43 | 48.68 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 5 |
48 | 48.73 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
51 | 48.76 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 3 |
58 | 48.90 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 10 | 3 |
59 | 48.90 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 10 | 3 |
65 | 48.96 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 3 |
66 | 48.96 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 22 |
67 | 48.97 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 12 | 1 |
68 | 48.97 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 12 | 1 |
71 | 48.99 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
76 | 49.03 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
79 | 49.05 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 20 |
82 | 49.06 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
83 | 49.06 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 10 | 3 |
84 | 49.06 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 10 | 3 |
90 | 49.10 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 21 | 1 |
91 | 49.11 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 21 | 1 |
92 | 49.11 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 21 | 1 |
94 | 49.11 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 21 | 1 |
98 | 49.13 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 22 | 3 |
161 | 49.38 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 2 |
166 | 49.39 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 15 | 19 |
172 | 49.41 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 21 | 4 |
187 | 49.46 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 8 | 2 |
201 | 49.50 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
220 | 49.55 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 5 |
222 | 49.55 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 5 |
224 | 49.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 5 |
229 | 49.57 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
231 | 49.57 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
232 | 49.57 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 10 |
238 | 49.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 2 |
246 | 49.60 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
247 | 49.60 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 7 | 4 |
250 | 49.60 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 17 | 5 |
251 | 49.60 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 22 |
255 | 49.61 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 18 | 3 |
260 | 49.62 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
262 | 49.62 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 18 | 5 |
263 | 49.63 | wind | 1.0 | 43200 | > th | dose independent | rect. | 16 | 10 |
267 | 49.65 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
275 | 49.66 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 18 | 5 |
277 | 49.66 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 18 | 5 |
285 | 49.67 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 18 | 5 |
295 | 49.69 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 13 | 12 |
300 | 49.70 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
305 | 49.71 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 19 | 5 |
316 | 49.73 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
333 | 49.73 | wind | 1.0 | 43200 | < th | dose independent | rect. | 16 | 9 |
343 | 49.73 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 21 | 1 |
361 | 49.74 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 7 |
365 | 49.75 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
368 | 49.75 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 18 | 7 |
369 | 49.75 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
371 | 49.75 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 18 | 7 |
381 | 49.77 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 24 | 1 |
385 | 49.77 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 24 | 1 |
390 | 49.78 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
393 | 49.78 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 18 | 7 |
397 | 49.79 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 24 | 1 |
403 | 49.79 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 24 | 1 |
430 | 49.83 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 8 |
436 | 49.84 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 1 |
439 | 49.84 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 11 | 14 |
447 | 49.86 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 18 | 20 |
462 | 49.88 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 19 |
475 | 49.90 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 6 |
483 | 49.91 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 13 | 1 |
485 | 49.91 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 18 | 9 |
487 | 49.91 | wind | 1.0 | 43200 | < th | dose independent | rect. | 14 | 11 |
490 | 49.91 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |
504 | 49.93 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 13 | 1 |
520 | 49.94 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 21 | 7 |
528 | 49.95 | temperature | 10.0 | 720 | > th | dose dependent | no | NA | NA |
565 | 49.99 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 9 |
577 | 50.00 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 11 |
578 | 50.00 | temperature | 20.0 | 1440 | > th | dose dependent | sin | 16 | NA |
584 | 50.01 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 7 | NA |
585 | 50.01 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 4 |
606 | 50.02 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 14 | 11 |
607 | 50.02 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 12 |
612 | 50.02 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 14 | 11 |
616 | 50.03 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 6 | NA |
618 | 50.03 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 14 | 9 |
621 | 50.03 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 11 | 12 |
622 | 50.03 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
627 | 50.03 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 14 | 9 |
629 | 50.03 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 11 | 12 |
630 | 50.03 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 16 | 18 |
633 | 50.03 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 9 | 23 |
634 | 50.03 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 11 | 23 |
637 | 50.04 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 9 | NA |
639 | 50.04 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 10 | NA |
653 | 50.04 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 22 | 8 |
678 | 50.05 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 18 |
681 | 50.05 | atmosphere | 995.0 | 43200 | < th | dose dependent | sin | 13 | NA |
706 | 50.06 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 14 |
707 | 50.06 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 11 | 14 |
714 | 50.06 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 11 | 14 |
735 | 50.07 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 15 |
824 | 50.09 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 7 | 23 |
854 | 50.11 | wind | 1.0 | 43200 | > th | dose independent | rect. | 14 | 11 |
869 | 50.11 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 8 | 23 |
901 | 50.13 | temperature | 30.0 | 720 | < th | dose dependent | sin | 11 | NA |
915 | 50.13 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 5 | 22 |
917 | 50.14 | wind | 1.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
918 | 50.14 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 2 |
988 | 50.17 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 6 |